基于改进自适应控制分配的船舶推进器故障容错控制

Fault-tolerant control for ships with thruster faults based on improved adaptive control allocation

  • 摘要: 【目的】针对过驱动船舶在作业中因部分推进器发生故障导致推进能力下降的问题,提出一种基于改进自适应控制分配的容错控制方法。【方法】首先,设计自适应控制分配算法对含有故障推进系统的配置矩阵进行在线自适应重构,在当前推进能力条件下尽量减小推力偏差,并在自适应更新律中引入微分项,以抑制自适应过程中的推力抖动现象。在此基础上,将未处理的控制分配误差作为系统的广义干扰,设计修改型扩张状态观测器对包含其在内的系统广义集总扰动进行在线估计并在控制律中进行补偿,最后对闭环控制系统误差有界性进行了证明。【结果】以自研的过驱动船舶实验样机为对象进行仿真与模型实验,结果表明,所提出的方法在推进器发生故障时能显著降低作业误差,使系统更快地恢复至稳定状态,并有效地改善系统的抖振现象。【结论】综上所述,所提出的方法能够有效应对过驱动船舶推进器失效故障,提升船舶在作业时的容错能力,对提高过驱动船舶的安全性与可靠性具有重要意义。

     

    Abstract: Abstract:Objectives A fault-tolerant control (FTC) method based on improved adaptive control allocation (IACA) is proposed to enhance propulsion efficiency in over-actuated ships affected by thruster faults. Methods First, the IACA algorithm is designed for real-time adaptive reconstruction of the configuration matrix of the propulsion system in the presence of faults. This process aims to minimize the thrust deviation based on the current propulsion capacity. Additionally, the algorithm incorporates a differential term in the adaptive updating law to mitigate thrust jitter during the adaptation process. On this basis, a modified extended state observer (MESO) is designed to estimate the unprocessed control allocation errors as generalized disturbances within the system and to compensate for them in the control law. Finally, the boundedness error in the closed-loop control system has been proven. Results Simulation and model experiments are conducted using a self-developed over-actuated ship prototype. The results indicate that the proposed method effectively reduces operating errors during thruster faults, enables the system to recover to the stable state more quickly, and mitigates the buffeting phenomenon within the system. Conclusions In summary, the proposed method can effectively address the loss of thruster effectiveness and improve the fault tolerance capabilities of the over-actuated ship during operation. This advancement is significant for improving the safety and reliability of over-actuated ships.

     

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